The memory bandwidth advantages of GPUs provide a great way to accelerate data-intensive analytics and graph analytics in particular. Graph query and iterative graph analytics has demonstrated significant speedups over CPU-based approaches.
metaphacts contributed to the development of Blazegraph GPU - a system that exploits the main-memory bandwidth advantages of GPU in order to provide extreme scaling that is 100s of times faster and 40X more affordable, 10,000X faster than disk-based, and 100s of times faster CPU main memory-based approaches. This technology is called Mapgraph and it is being productized into the Blazegraph family of products as Blazegraph-GPU and Blazegraph-DASL using familiar high-level APIs for graphs.
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